Index

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__init__() (sparse_ho.algo.Backward method) (sparse_ho.algo.Forward method) (sparse_ho.algo.Implicit method) (sparse_ho.algo.ImplicitForward method) (sparse_ho.criterion.CrossVal method) (sparse_ho.criterion.FiniteDiffMonteCarloSure method) (sparse_ho.criterion.HeldOutLogistic method) (sparse_ho.criterion.HeldOutMSE method) (sparse_ho.criterion.HeldOutSmoothedHinge method) (sparse_ho.criterion.LogisticMulticlass method) (sparse_ho.models.ElasticNet method) (sparse_ho.models.Lasso method) (sparse_ho.models.SimplexSVR method) (sparse_ho.models.SparseLogreg method) (sparse_ho.models.SVM method) (sparse_ho.models.SVR method) (sparse_ho.models.WeightedLasso method) (sparse_ho.optimizers.Adam method) (sparse_ho.optimizers.GradientDescent method) (sparse_ho.optimizers.LineSearch method) (sparse_ho.utils.Monitor method)

A

Adam (class in sparse_ho.optimizers)

B

Backward (class in sparse_ho.algo)

C

CrossVal (class in sparse_ho.criterion)

E

ElasticNet (class in sparse_ho.models)

F

FiniteDiffMonteCarloSure (class in sparse_ho.criterion)

Forward (class in sparse_ho.algo)

G

GradientDescent (class in sparse_ho.optimizers)

H

HeldOutLogistic (class in sparse_ho.criterion)

HeldOutMSE (class in sparse_ho.criterion) HeldOutSmoothedHinge (class in sparse_ho.criterion)

I

Implicit (class in sparse_ho.algo)

ImplicitForward (class in sparse_ho.algo)

L

Lasso (class in sparse_ho.models)

LineSearch (class in sparse_ho.optimizers) LogisticMulticlass (class in sparse_ho.criterion)

M

module sparse_ho sparse_ho.algo sparse_ho.criterion sparse_ho.models sparse_ho.optimizers sparse_ho.utils

Monitor (class in sparse_ho.utils)

S

SimplexSVR (class in sparse_ho.models) sparse_ho module sparse_ho.algo module sparse_ho.criterion module sparse_ho.models module

sparse_ho.optimizers module sparse_ho.utils module SparseLogreg (class in sparse_ho.models) SVM (class in sparse_ho.models) SVR (class in sparse_ho.models)

W

WeightedLasso (class in sparse_ho.models)